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#llm-observability (10 Repositories)

Ranked open-source repositories tagged with #llm-observability, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

65.3%

Avg Review Latency

63.0h

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10 repositories tagged #llm-observability

A TierTypeScript 134

alibaba/loongsuite-pilot

Local-first telemetry collector for AI coding agents — unified OpenTelemetry events for Claude Code, Codex, Cursor and more. Token usage, cost, traces and security audit, exported anywhere.

70.9%
Merge Rate
1h
First Review
44%
1st-Timers
13
Maintainers
A TierTypeScript 4.6k

latitude-dev/latitude-llm

Latitude is the open-source AI monitoring platform.

87.7%
Merge Rate
4d
First Review
77%
1st-Timers
10
Maintainers
B TierRust 259

taichuy/1flowbase

1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in backend & React blocks to combine AI with business data. All managed by your Agent via MCP.

90.9%
Merge Rate
21h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 1.0k

Jwuthri/Tracely-ai

Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.

84.2%
Merge Rate
3d
First Review
75%
1st-Timers
0
Maintainers
A TierPython 21.6k

comet-ml/opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

78.5%
Merge Rate
2d
First Review
73%
1st-Timers
44
Maintainers
B TierTypeScript 7.5k

mnfst/manifest

Connect Your Agents And Harnesses With Any Provider 🦚

79.6%
Merge Rate
8d
First Review
33%
1st-Timers
10
Maintainers
B TierPython 1.8k 116 GFIs

future-agi/future-agi

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

53.8%
Merge Rate
2d
First Review
18%
1st-Timers
74
Maintainers
B TierPython 218

comet-ml/opik-mcp

Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

64.7%
Merge Rate
5d
First Review
67%
1st-Timers
3
Maintainers
B TierTypeScript 728 11 GFIs

traceroot-ai/traceroot

TraceRoot - open-source observability and self-improving layer for AI agents. YC S25

43.1%
Merge Rate
1d
First Review
33%
1st-Timers
29
Maintainers
D TierPython 755

Jwuthri/Tracely

Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Llm-observability Open Source Repositories & C-Rank™ | GetMerged